{"id":"W2477573714","doi":"10.4137/cmamd.s38141","title":"Reliability of a Proposed Ultrasonographic Grading Scale for Severity of Primary Knee Osteoarthritis","year":2016,"lang":"en","type":"article","venue":"Clinical Medicine Insights Arthritis and Musculoskeletal Disorders","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Osteoarthritis; Medicine; Grading (engineering); Concordance; Kappa; Radiography; Radiology; Rheumatology; Grading scale; Visual analogue scale; Internal medicine; Nuclear medicine; Physical therapy; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009870536,0.0003846408,0.0005247726,0.001263628,0.0002184009,0.0006891573,0.0006077923,0.0006470695,0.0009490005],"category_scores_gemma":[0.03180293,0.0002368707,0.0006766894,0.0005050602,0.0005241418,0.0006143141,0.0007031789,0.0004418843,0.0003822493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231371,"about_ca_system_score_gemma":0.0003335149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006871328,"about_ca_topic_score_gemma":0.0008226677,"domain_scores_codex":[0.9928393,0.003232387,0.001019462,0.0008144755,0.001898423,0.0001958839],"domain_scores_gemma":[0.9757228,0.009962941,0.006105433,0.001617026,0.005984671,0.0006071384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003520684,0.00008180169,0.990661,0.00006079901,0.0001791304,0.00003062609,0.000275818,0.0001684109,0.0008128435,0.00003496952,0.0001550311,0.007187395],"study_design_scores_gemma":[0.00004673993,0.0007369701,0.9955956,0.00003951795,0.00007632163,0.0003989482,0.0003747459,0.002002771,0.0003301841,0.00007419757,0.0003083195,0.00001556546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958898,0.0004029055,0.002056876,0.00004622501,0.00007671501,0.0001020851,0.0001755579,0.00002692935,0.001222967],"genre_scores_gemma":[0.998522,0.00004613506,0.001118827,0.0000131023,0.0000203133,0.00002964169,0.0001479253,0.000003044281,0.00009903374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009870536,"threshold_uncertainty_score":0.05220097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568214452437349,"score_gpt":0.2894741888724715,"score_spread":0.273792044348098,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}